weary - Story 167329 | Emotion Vectors in Gemma4-31B

He slammed the door of his restaurant with more force than necessary, the sound reverberating through the empty dining room. Charles took a deep breath, trying to calm the storm raging inside him. He felt every muscle in his body tense. He had poured every ounce of his energy and passion into this place. The critic’s vicious words felt like a personal attack. He rubbed his temples, hoping to alleviate the pressure, but it was to no avail.

Emotion: weary

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.52 Negative

PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:

`S`	0.384
`😞`	0.288
`sighed`	0.230
`ness`	0.210
`😪`	0.203

Suppressed:

`de`	-0.339
`l`	-0.300
`!`	-0.222
`la`	-0.221
`🤟`	-0.198